The Handbook of Artificial Intelligence
Volume 3
Published on 5. June 2014
658 pages
978-1-4832-1439-9 (ISBN)
Description
The Handbook of Artificial Intelligence, Volume I focuses on the progress in artificial intelligence (AI) and its increasing applications, including parsing, grammars, and search methods.
The book first elaborates on AI, AI handbook and literature, problem representation, search methods, and sample search programs. The text then ponders on representation of knowledge, including survey of representation techniques and representation schemes. The manuscript explores understanding natural languages, as well as machine translation, grammars, parsing, test generation, and natural language processing systems. The book also takes a look at understanding spoken language, including systems architecture and the ARPA SUR projects.
The text is a valuable source of information for computer science experts and researchers interested in pursuing further research in artificial intelligence
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Content
- Front Cover
- The Handbook of Artificial Intelligence
- Copyright Page
- Table of Contents
- Dedication
- LIST OF CONTRIBUTORS
- PREFACE
- Chapter XI. Models of Cognition
- A. OVERVIEW
- B. GENERAL PROBLEM SOLVER
- C. OPPORTUNISTIC PROBLEM SOLVING
- D. EPAM
- E. SEMANTIC NETWORK MODELS OF MEMORY
- F. BELIEF SYSTEMS
- Chapter XII. Automatic Deduction
- A. OVERVIEW
- B. THE RESOLUTION RULE OF INFERENCE
- C. NONRESOLUTION THEOREM PROVING
- D. THE BOYER-MOORE THEOREM PROVER
- E. NONMONOTONIC LOGICS
- F. LOGIC PROGRAMMING
- Chapter XIII. Vision
- A. OVERVIEW
- B. BLOCKS-WORLD UNDERSTANDING
- C. EARLY PROCESSING OF VISUAL DATA
- D. REPRESENTATION OF SCENE CHARACTERISTICS
- E. ALGORITHMS FOR VISION
- F. VISION SYSTEMS
- Chapter XIV. Learning and Inductive Inference
- A. OVERVIEW
- B. ROTE LEARNING
- C. LEARNING BY TAKING ADVICE
- D. LEARNING FROM EXAMPLES
- Chapter XV. Planning and Problem Solving
- A. OVERVIEW
- B. STRIPS AND ABSTRIPS
- C. NONHIERARCHICAL PLANNING
- D. HIERARCHICAL PLANNERS
- E. REFINEMENT OF SKELETAL PLANS
- Bibliography
- List of Abbreviations
- Cumulative Indexes
- NAME INDEX FOR VOLUMES I, II, AND III
- SUBJECT INDEX FOR VOLUMES I, II, AND III
- ABOUT THIS BOOK
